Cats in my Pocket

Cats in my Pocket

Deep learning image-to-image translation on a low-powered Pocket Chip

Artificial Intelligence, Internet of Things

Description

Deep learning is all the rage right now, and it is powering some amazing tech, from self-driving cars to board game playing computers. However, most deep learning models, and actually most artificial intelligence models in general, are far from portable. They have a ton of dependencies, and, even if we use Docker to package our models, machine learning images could take up 2GB or more of disk space.

In this project, I will explore shrink a Deep Learning model for image to image translation and deploy it to a Pocket Chip that is integrated with a Movidius NCS. This model will allow me to draw doodles of cats and immediately translate those doodles to realistic pictures of cats. All from the convenience of a pocket sized computer.

Gallery

Shb9wjmv

Daniel W. added photos to project Cats in my Pocket

Medium 22834319 8329 48f1 a53f 9a3310e1a1e9

Cats in my Pocket

Deep learning is all the rage right now, and it is powering some amazing tech, from self-driving cars to board game playing computers. However, most deep learning models, and actually most artificial intelligence models in general, are far from portable. They have a ton of dependencies, and, even if we use Docker to package our models, machine learning images could take up 2GB or more of disk space.

In this project, I will explore shrink a Deep Learning model for image to image translation and deploy it to a Pocket Chip that is integrated with a Movidius NCS. This model will allow me to draw doodles of cats and immediately translate those doodles to realistic pictures of cats. All from the convenience of a pocket sized computer.

Shb9wjmv

Daniel W. added photos to project Cats in my Pocket

Medium 64c84e7e d96c 4e5c 853f a3a39478e502

Cats in my Pocket

Deep learning is all the rage right now, and it is powering some amazing tech, from self-driving cars to board game playing computers. However, most deep learning models, and actually most artificial intelligence models in general, are far from portable. They have a ton of dependencies, and, even if we use Docker to package our models, machine learning images could take up 2GB or more of disk space.

In this project, I will explore shrink a Deep Learning model for image to image translation and deploy it to a Pocket Chip that is integrated with a Movidius NCS. This model will allow me to draw doodles of cats and immediately translate those doodles to realistic pictures of cats. All from the convenience of a pocket sized computer.

Medium shb9wjmv

Daniel W. created project Cats in my Pocket

Medium 64c84e7e d96c 4e5c 853f a3a39478e502

Cats in my Pocket

Deep learning is all the rage right now, and it is powering some amazing tech, from self-driving cars to board game playing computers. However, most deep learning models, and actually most artificial intelligence models in general, are far from portable. They have a ton of dependencies, and, even if we use Docker to package our models, machine learning images could take up 2GB or more of disk space.

In this project, I will explore shrink a Deep Learning model for image to image translation and deploy it to a Pocket Chip that is integrated with a Movidius NCS. This model will allow me to draw doodles of cats and immediately translate those doodles to realistic pictures of cats. All from the convenience of a pocket sized computer.

No users to show at the moment.

Bigger 3822884
  • Projects 4
  • Followers 0

Octaviano Pratama

I am Currently taking master of computer science course program. I focus on on Machine Learning and Deep Learning field.

Depok, Depok City, West Java, Indonesia

Bigger profile pic
  • Projects 5
  • Followers 86

Johnny Chan

I am the creator of Mathalope.co.uk, a tech blog visited by 100,000+ students and professionals from 180+ countries. I'm also an Intel Software Innovator, with a focus on Machine Intelligence and Deep Learning. Big fan of Python and JavaScript. You can follow me on Twitter (@jAtlas7) and GitHub (Atlas7) - stay tuned. Current Interests / Area of focus: o Artificial Intelligence (AI) o Machine Learning (ML) o High Performance Computing (HPC) o Deep Learning (DL) o Open source technologies o Internet of Thing (IoT) Past: o Financial Services Professional in Banking (Investment, Corporate, Commercial & Private, Consumer) - located within the Canary Wharf and City of London area. o Data Analyst, Technologist, Developer, Programmer - mostly within the banking world. o Hackathon winner. Full-stack developer at a Startup. o Aeronautical Engineer

United Kingdom

Bigger img 20170904 142450 106
  • Projects 0
  • Followers 1

Manan Oza

Grant Road, Mumbai, Maharashtra, India

Bigger img956960 20170701 163246
  • Projects 1
  • Followers 0

David Fan

Computer science student at Case Western Reserve University

1576 E 115th St #317a, Los Angeles, CA 90059, USA

Bigger 17425000 1330477540331101 2523805600080980530 n
  • Projects 0
  • Followers 0

Tushar Sharma

I love doing something challenging. My current interest is on IoT and Machine Learning.

Mohini Rd, Dalanwala, Dehradun, Uttarakhand 248001, India

Bigger dsc 0108
  • Projects 1
  • Followers 1

Benjamin Akera

Researcher, developer and Machine Learning enthusiast. Striving to use data science to help solve problems in Uganda and Africa in general.

Kampala, Uganda

See More